First commit

README.md

@@ -1,8 +1,8 @@
 ---
-title: Battletoads
-emoji: 🐨
-colorFrom: yellow
-colorTo: pink
+title: Fastai
+emoji: 📉
+colorFrom: pink
+colorTo: yellow
 sdk: gradio
 sdk_version: 3.1.1
 app_file: app.py

app.py

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+from fastai.vision.all import *
+import gradio as gr
+
+learn = load_learner('export.pkl')
+
+labels = learn.dls.vocab
+
+def predict(img):
+    img = PILImage.create(img)
+    pred,pred_idx,probs = learn.predict(img)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)),examples=["battle.jpg"],outputs=gr.outputs.Label(num_top_classes=3)).launch(share=True)

export.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:56de775fe878dc4252f5a323fed60fa92a85efc77b805288207935af5cffd8df
+size 87465003

requirements.txt

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+fastai